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The author humorously contrasts his precise prompting style for a local GLM 5.3 Flash model with his brother's berating approach to GPT-6-Astra for coding tasks, highlighting different LLM interaction styles.
A user shares updated benchmark results for DeepSeek V4 Flash on SlopCodeBench using local quants (antirez imatrix quant) with the pi harness, showing improved performance over previous runs but still slower than the hosted API.
DeepReinforce releases Ornith-1.0, an MIT-licensed open-source family of agentic coding LLMs including a 397B MoE model that surpasses Claude Opus 4.7 on SWE-Bench and Terminal-Bench, using a novel self-improving training strategy.